Software Engineer II, ML Infra at Twitch

San Francisco, California, United States

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Not SpecifiedCompensation

Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Entertainment, Gaming, Live StreamingIndustries

Requirements

3+ Years experience developing software in a professional environment
Experience designing and building scalable and easy-to-use ML infrastructure systems
Experience productionizing, scaling or extending ML models to solve real world use cases
Experience collaborating with ML platform consumers
Excellent coding skills in modern languages and frameworks
Experience with AWS technologies such as ECS, Sagemaker, Redshift, Batch, DynamoDB, Lambda, SQS, and Step Functions
Minimum of Bachelor’s degree in Computer Science or equivalent experience

Responsibilities

Design and build scalable infrastructure to train, deploy and manage ML models
Develop and automate software for ML workflows
Optimize cost and performance of training and inference workloads
Actively mentor other engineers on the team or related teams
Contribute to ML infrastructure roadmap planning
Collaborate with Software Engineers, Data Engineers, Applied Scientists, Data Scientists, and Product Managers

Skills

Key technologies and capabilities for this role

Machine LearningML InfrastructureModel TrainingModel DeploymentML WorkflowsScalable InfrastructureTraining OptimizationInference OptimizationExperimentationRecommendation SystemsSearch SystemsPersonalization Models

Questions & Answers

Common questions about this position

What benefits does Twitch offer?

Twitch offers Medical, Dental, Vision & Disability Insurance, 401(k), Maternity & Parental Leave, Flexible PTO, and Amazon Employee Discount.

Is this a remote position or does it require office work?

This information is not specified in the job description.

What are the key required skills for this Software Engineer II role?

Key requirements include 3+ years of professional software development experience, designing scalable ML infrastructure, productionizing ML models, collaboration with ML platform consumers, excellent coding skills in modern languages, and AWS experience with services like ECS, Sagemaker, Redshift, Batch, DynamoDB, Lambda, SQS, and Step Functions. A Bachelor’s degree in Computer Science or equivalent is also required.

What is the company culture like at Twitch?

Twitch emphasizes community inside and out, with coworkers eager to team up, collaborate, and solve problems together.

What makes a strong candidate for this ML Infra role?

Strong candidates have 3+ years of software development experience, expertise in building scalable ML infrastructure, AWS proficiency, and experience productionizing ML models. Bonus for knowledge of supervised ML algorithms, data platforms, and familiarity with Twitch.

Twitch

Interactive live streaming for gaming and esports

About Twitch

Twitch is an interactive live streaming platform that focuses on video game streaming, esports broadcasts, and creative content. It allows gamers and content creators to share their gameplay and creative processes in real-time, engaging with viewers through chat and other interactive features. The platform generates revenue through advertisements, subscriptions, and the sale of virtual goods, enabling content creators to earn money from their streams via viewer subscriptions, donations, and sponsorships. What sets Twitch apart from its competitors is its strong community aspect, which fosters interaction and engagement between streamers and viewers, creating a unique and immersive experience in the digital entertainment space. The goal of Twitch is to provide a platform where content creators can thrive and connect with their audience while offering viewers an engaging and entertaining experience.

San Francisco, CaliforniaHeadquarters

2011Year Founded

$34MTotal Funding

ACQUISITIONCompany Stage

Consumer Software, Entertainment, GamingIndustries

10,001+Employees

Benefits

Medical, Dental, Vision & Disability Insurance

401(k)

Maternity & Parental Leave

Flexible PTO

Commuter Benefits

Amazon Employee Discount

Risks

Competition from YouTube Gaming and Facebook Gaming is intensifying.

Short-form video platforms like TikTok are drawing viewers away from Twitch.

Concerns over content moderation could lead to regulatory scrutiny.

Differentiation

Twitch offers real-time engagement through interactive chat and live streaming features.

The platform supports diverse content, including gaming, esports, and creative streams.

Twitch enables monetization for creators via subscriptions, donations, and sponsorships.

Upsides

Mainstream brands like KFC and Wendy's are collaborating with Twitch streamers.

Celebrities and politicians are using Twitch to reach wider audiences.

Organizations are hosting large-scale virtual events on Twitch, expanding its use cases.

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